Dataset Overview
Definition：Breast Cancer Datais provided byChangsha Langhui Information Technology Co., Ltd.Medical data sets provided. Images and label data covering 1 million breast tumours are used for breast cancer AI screening, mammogram detection and benign classification.
| Dataset Name | Breast cancer dataset |
| Total Data Volume | Data on 1 million breast tumours |
| Data Type | Medical image (mixed target/ultrasound/MRI)+mark |
| Core Value | Breast cancer AI screening and diagnosis |
| License Type | Sublicensing |
Core Data Fields
Each piece of data contains complete structured fields that cover everything from raw data to specialized diagnostics.
| Field Category | Field Count | Typical Fields |
|---|---|---|
| Imagingdata | 6 | Mixtures/ ultrasound/MRI images, BI-RADS classification, mammography density, location of the stoat |
| Tumourmark | 8 | Egrets/calcification/Structification Classification, Size, Form, Margins, BI-RADS Rating |
| 6 | Pumping/post-operative pathological results, molecular spectrometry (Luminal/HER2+/TNBC) | |
| 5 | Age, menopause, family history, symptoms, screening/diagnosis scene |
Data Sample Showcase
The following is a de-identified structured JSON sample illustrating the typical data format.
Other Organiser "case id": "BRC-2023-0003456", "Modality": "Molybdenum target plus ultrasound," "Findings": "mass": "location": "size mm": 18, "birads": "4C", "morphology": "irregular, hair tattoo positive" }, "Pathology": "Dx": "Breaked catheter cancer," "er": "positive", "pr": "positive", "her2": "negative," "ki67": "30%", "molecural": "Luminal B" ♪ I'm sorry ♪
AI Application Scenarios
Breast cancer AI screening
Training in automatic detection of breast tumours and the BI-RADS classification model.
Good and evil.
The data are marked to train the AAI identification model for mammography.
Molecular spectrometry prediction
Video-pathological pairing data training image prediction molecular styling models.
Multi-modular integration diagnosis
Mixtures+ ultrasound+MRI Multimodular Data Training Integration Diagnostic Model.
Breast cancer risk projection
:: A self-trained risk prediction model for integrated clinical and image characterization.
Smart Follow-up Management
Smart follow-up advice system based on BI-RADS hierarchy.
Frequently asked questions
Need for customised medical data programs?
Changsha Langhui Information Technology Co., Ltd. The DataAssetsAPI platform is dedicated to providing high-quality, compliant medical data assets for AI companies and scientific research institutions. Cooperate with 50 + hospitals, including Fudan 100 type hospitals.
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